Light doesn't cast shadows!
You are currently in solid mode and not in the render preview. The former uses a simple shader and no path tracing is applied.

Solid Mode


Render Preview


If you press F12 or use Render > Render Image you will see that the lamp casts a shadow in the final render as well.